Okay, a follow up to my shearling shoe question!

I've been holding out to find a pair of shearling-lined pull-on boots, and haven't even been considering fleece, because I just assume it's not as warm as shearling. The difference between them in slippers is huge--but those you wear with bare feet. I'm starting to wonder, is there a big difference in shoes that you wear with socks? Anyone have experience with both that can offer advice?